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@ -189,7 +189,8 @@ ci array_get_90_ci(double xs[], int n)
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return array_get_ci((ci) { .low = 0.05, .high = 0.95 }, xs, n);
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}
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double array_get_median(double xs[], int n){
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double array_get_median(double xs[], int n)
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{
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int median_k = (int)floor(0.5 * n);
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return quickselect(median_k, xs, n);
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}
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@ -205,7 +206,8 @@ void array_print(double xs[], int n)
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printf("]\n");
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}
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void array_print_stats(double xs[], int n){
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void array_print_stats(double xs[], int n)
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{
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ci ci_90 = array_get_ci((ci) { .low = 0.05, .high = 0.95 }, xs, n);
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ci ci_80 = array_get_ci((ci) { .low = 0.1, .high = 0.9 }, xs, n);
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ci ci_50 = array_get_ci((ci) { .low = 0.25, .high = 0.75 }, xs, n);
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@ -221,11 +223,11 @@ void array_print_stats(double xs[], int n){
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"75%%: %lf\n"
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"90%%: %lf\n"
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"95%%: %lf\n",
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mean, std, ci_90.low, ci_80.low, ci_50.low, median, ci_50.high, ci_80.high, ci_90.high);
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mean, std, ci_90.low, ci_80.low, ci_50.low, median, ci_50.high, ci_80.high, ci_90.high);
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}
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void array_print_histogram(double* xs, int n_samples, int n_bins) {
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void array_print_histogram(double* xs, int n_samples, int n_bins)
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{
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// Interface inspired by <https://github.com/red-data-tools/YouPlot>
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// Generated with the help of an llm; there might be subtle off-by-one errors
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if (n_bins <= 1) {
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@ -236,7 +238,7 @@ void array_print_histogram(double* xs, int n_samples, int n_bins) {
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return;
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}
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int *bins = (int*) calloc((size_t)n_bins, sizeof(int));
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int* bins = (int*)calloc((size_t)n_bins, sizeof(int));
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if (bins == NULL) {
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fprintf(stderr, "Memory allocation for bins failed.\n");
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return;
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@ -286,14 +288,14 @@ void array_print_histogram(double* xs, int n_samples, int n_bins) {
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double bin_end = bin_start + bin_width;
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int decimalPlaces = 1;
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if((0 < bin_width) && (bin_width < 1)){
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int magnitude = (int) floor(log10(bin_width));
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if ((0 < bin_width) && (bin_width < 1)) {
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int magnitude = (int)floor(log10(bin_width));
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decimalPlaces = -magnitude;
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decimalPlaces = decimalPlaces > 10 ? 10 : decimalPlaces;
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decimalPlaces = decimalPlaces > 10 ? 10 : decimalPlaces;
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}
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printf("[%*.*f, %*.*f", 4+decimalPlaces, decimalPlaces, bin_start, 4+decimalPlaces, decimalPlaces, bin_end);
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printf("[%*.*f, %*.*f", 4 + decimalPlaces, decimalPlaces, bin_start, 4 + decimalPlaces, decimalPlaces, bin_end);
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char interval_delimiter = ')';
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if(i == (n_bins-1)){
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if (i == (n_bins - 1)) {
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interval_delimiter = ']'; // last bucket is inclusive
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}
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printf("%c: ", interval_delimiter);
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@ -309,7 +311,8 @@ void array_print_histogram(double* xs, int n_samples, int n_bins) {
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free(bins);
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}
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void array_print_90_ci_histogram(double* xs, int n_samples, int n_bins){
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void array_print_90_ci_histogram(double* xs, int n_samples, int n_bins)
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{
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// Code duplicated from previous function
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// I'll consider simplifying it at some future point
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// Possible ideas:
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@ -325,7 +328,7 @@ void array_print_90_ci_histogram(double* xs, int n_samples, int n_bins){
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return;
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}
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int *bins = (int*) calloc((size_t)n_bins, sizeof(int));
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int* bins = (int*)calloc((size_t)n_bins, sizeof(int));
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if (bins == NULL) {
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fprintf(stderr, "Memory allocation for bins failed.\n");
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return;
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@ -342,11 +345,11 @@ void array_print_90_ci_histogram(double* xs, int n_samples, int n_bins){
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// Fill the bins with sample counts
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int below_min = 0, above_max = 0;
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for (int i = 0; i < n_samples; i++) {
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if(xs[i] < min_value){
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if (xs[i] < min_value) {
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below_min++;
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}else if (xs[i] > max_value){
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} else if (xs[i] > max_value) {
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above_max++;
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}else{
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} else {
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int bin_index = (int)((xs[i] - min_value) / bin_width);
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if (bin_index == n_bins) {
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bin_index--; // Last bin includes max_value
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@ -367,19 +370,19 @@ void array_print_90_ci_histogram(double* xs, int n_samples, int n_bins){
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// Print the histogram
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int decimalPlaces = 1;
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if((0 < bin_width) && (bin_width < 1)){
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int magnitude = (int) floor(log10(bin_width));
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if ((0 < bin_width) && (bin_width < 1)) {
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int magnitude = (int)floor(log10(bin_width));
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decimalPlaces = -magnitude;
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decimalPlaces = decimalPlaces > 10 ? 10 : decimalPlaces;
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decimalPlaces = decimalPlaces > 10 ? 10 : decimalPlaces;
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}
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printf( "(-∞, %*.*f): %d\n", 4+decimalPlaces, decimalPlaces, min_value, below_min);
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printf("(-∞, %*.*f): %d\n", 4 + decimalPlaces, decimalPlaces, min_value, below_min);
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for (int i = 0; i < n_bins; i++) {
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double bin_start = min_value + i * bin_width;
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double bin_end = bin_start + bin_width;
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printf("[%*.*f, %*.*f", 4+decimalPlaces, decimalPlaces, bin_start, 4+decimalPlaces, decimalPlaces, bin_end);
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printf("[%*.*f, %*.*f", 4 + decimalPlaces, decimalPlaces, bin_start, 4 + decimalPlaces, decimalPlaces, bin_end);
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char interval_delimiter = ')';
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if(i == (n_bins-1)){
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if (i == (n_bins - 1)) {
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interval_delimiter = ']'; // last bucket is inclusive
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}
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printf("%c: ", interval_delimiter);
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@ -390,7 +393,7 @@ void array_print_90_ci_histogram(double* xs, int n_samples, int n_bins){
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}
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printf(" %d\n", bins[i]);
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}
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printf( "(%*.*f, +∞): %d\n", 4+decimalPlaces, decimalPlaces, max_value, above_max);
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printf("(%*.*f, +∞): %d\n", 4 + decimalPlaces, decimalPlaces, max_value, above_max);
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// Free the allocated memory for bins
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free(bins);
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